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Advances in Artificial Intelligence

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Cover of 'Advances in Artificial Intelligence'

Table of Contents

  1. Altmetric Badge
    Book Overview
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    Chapter 1 Frame Size Reduction for Foreground Detection in Video Sequences
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    Chapter 2 Visual Navigation for UAV with Map References Using ConvNets
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    Chapter 3 Vessel Tree Extraction and Depth Estimation with OCT Images
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    Chapter 4 How to Correctly Evaluate an Automatic Bioacoustics Classification Method
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    Chapter 5 Shot Classification and Keyframe Detection for Vision Based Speakers Diarization in Parliamentary Debates
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    Chapter 6 Online Multi-label Classification with Adaptive Model Rules
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    Chapter 7 Predicting Hardness of Travelling Salesman Problem Instances
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    Chapter 8 Learning from Label Proportions via an Iterative Weighting Scheme and Discriminant Analysis
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    Chapter 9 WekaBioSimilarity—Extending Weka with Resemblance Measures
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    Chapter 10 Age Classification Through the Evaluation of Circadian Rhythms of Wrist Temperature
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    Chapter 11 Selection of the Best Base Classifier in One-Versus-One Using Data Complexity Measures
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    Chapter 12 Using Data Complexity Measures for Thresholding in Feature Selection Rankers
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    Chapter 13 Using CVI for Understanding Class Topology in Unsupervised Scenarios
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    Chapter 14 Automated Spark Clusters Deployment for Big Data with Standalone Applications Integration
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    Chapter 15 An Approach to Silhouette and Dunn Clustering Indices Applied to Big Data in Spark
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    Chapter 16 Positioning of Geometric Formations in Swarm Robotics
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    Chapter 17 ABT with Clause Learning for Distributed SAT
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    Chapter 18 Modeling Malware Propagation in Wireless Sensor Networks with Individual-Based Models
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    Chapter 19 Tree-Structured Bayesian Networks for Wrapped Cauchy Directional Distributions
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    Chapter 20 Enriched Semantic Graphs for Extractive Text Summarization
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    Chapter 21 Optimization of MLHL-SIM and SIM Algorithm Using OpenMP
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    Chapter 22 Incremental Contingency Planning for Recovering from Uncertain Outcomes
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    Chapter 23 Clinical Decision Support Using Antimicrobial Susceptibility Test Results
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    Chapter 24 Proposal of a Big Data Platform for Intelligent Antibiotic Surveillance in a Hospital
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    Chapter 25 Predictive Analysis Tool for Energy Distribution Networks
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    Chapter 26 Quantifying Potential Benefits of Horizontal Cooperation in Urban Transportation Under Uncertainty: A Simheuristic Approach
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    Chapter 27 Short-Term Traffic Congestion Forecasting Using Hybrid Metaheuristics and Rule-Based Methods: A Comparative Study
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    Chapter 28 Multiclass Prediction of Wind Power Ramp Events Combining Reservoir Computing and Support Vector Machines
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    Chapter 29 Genetic Fuzzy Modelling of Li-Ion Batteries Through a Combination of Theta-DEA and Knowledge-Based Preference Ordering
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    Chapter 30 Using Evolutionary Algorithms to Find the Melody of a Musical Piece
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    Chapter 31 Optimizing Airline Crew Scheduling Using Biased Randomization: A Case Study
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    Chapter 32 Estimating the Spanish Energy Demand Using Variable Neighborhood Search
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    Chapter 33 Evolutionary Image Registration in Craniofacial Superimposition: Modeling and Incorporating Expert Knowledge
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    Chapter 34 Studying the Influence of Static API Calls for Hiding Malware
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    Chapter 35 Feature Selection with a Grouping Genetic Algorithm – Extreme Learning Machine Approach for Wind Power Prediction
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    Chapter 36 Genetic Algorithms Running into Portable Devices: A First Approach
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    Chapter 37 GRASP for Minimizing the Ergonomic Risk Range in Mixed-Model Assembly Lines
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    Chapter 38 A Simheuristic for the Heterogeneous Site-Dependent Asymmetric VRP with Stochastic Demands
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    Chapter 39 On the Use of the Beta Distribution for a Hybrid Time Series Segmentation Algorithm
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    Chapter 40 A Heuristic-Biased GRASP for the Team Orienteering Problem
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    Chapter 41 A Note on the Boltzmann Distribution and the Linear Ordering Problem
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    Chapter 42 A Binary Fisherman Search Procedure for the 0/1 Knapsack Problem
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    Chapter 43 Estimating Attraction Basin Sizes
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    Chapter 44 Multi-objective Memetic Algorithm Based on NSGA-II and Simulated Annealing for Calibrating CORSIM Micro-Simulation Models of Vehicular Traffic Flow
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    Chapter 45 Fuzzy Soft Set Decision Making Algorithms: Some Clarifications and Reinterpretations
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    Chapter 46 Some New Measures of k-Specificity
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    Chapter 47 On a Three-Valued Logic to Reason with Prototypes and Counterexamples and a Similarity-Based Generalization
Attention for Chapter 15: An Approach to Silhouette and Dunn Clustering Indices Applied to Big Data in Spark
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Chapter title
An Approach to Silhouette and Dunn Clustering Indices Applied to Big Data in Spark
Chapter number 15
Book title
Advances in Artificial Intelligence
Published by
Springer International Publishing, January 2016
DOI 10.1007/978-3-319-44636-3_15
Book ISBNs
978-3-31-944635-6, 978-3-31-944636-3
Authors

José María Luna-Romera, María del Mar Martínez-Ballesteros, Jorge García-Gutiérrez, José C. Riquelme-Santos

Editors

Oscar Luaces, José A. Gámez, Edurne Barrenechea, Alicia Troncoso, Mikel Galar, Héctor Quintián, Emilio Corchado

Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 29 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 29 100%

Demographic breakdown

Readers by professional status Count As %
Student > Ph. D. Student 7 24%
Researcher 4 14%
Student > Master 4 14%
Lecturer 3 10%
Student > Postgraduate 2 7%
Other 4 14%
Unknown 5 17%
Readers by discipline Count As %
Computer Science 11 38%
Engineering 3 10%
Biochemistry, Genetics and Molecular Biology 1 3%
Business, Management and Accounting 1 3%
Economics, Econometrics and Finance 1 3%
Other 5 17%
Unknown 7 24%